bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expensive model
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install beee003/astrai-code-reviewInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
AI-powered code review with intelligent model routing. Complex logic goes to powerful models. Formatting and style goes to fast, cheap ones. You save 40%+ without sacrificing quality.
ASTRAI_API_KEY without provider keys, Astrai uses its own hosted models. Still routed intelligently, still cheap.ASTRAI_API_KEY in your environment or skill configANTHROPIC_API_KEY, OPENAI_API_KEY)/review on any diff or PR/review Review the current diff (staged changes)
/review --strict Strict mode: bugs + style + best practices
/review --focus security Security-focused review (vulns, injection, auth)
/review --file src/auth.py Review a specific file
Basic review of staged changes:
/review
Returns issues found in the current diff with severity levels and suggestions.
Strict review for a PR:
/review --strict
Catches not just...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# Astrai Code Review AI-powered code review with intelligent model routing. Complex logic goes to powerful models. Formatting and style goes to fast, cheap ones. You save 40%+ without sacrificing quality. ## What it does - **Smart routing for reviews**: Astrai analyzes the diff complexity and routes to the optimal model. A gnarly concurrency bug gets Opus. A missing semicolon gets Haiku. You only pay for the intelligence you need. - **Structured output**: Every review returns typed issues with file, line number, severity (critical/warning/info), message, and a concrete suggestion. - **Strictness modes**: Standard catches bugs and logic errors. Strict adds style and best-practice checks. Security mode focuses on vulnerabilities, injection, auth, and data exposure. - **BYOK (Bring Your Own Keys)**: Your provider API keys stay with you. Astrai decides which model to use, then calls the provider using YOUR key. You pay providers directly. - **Cost tracking**: Every review response includes the cost and how much you saved vs always using the most expensive model. - **Local-only mode**: If you only set `ASTRAI_API_KEY` without provider keys, Astrai uses its own hosted models. Still routed intelligently, still cheap. ## Setup 1. Get a free API key at [as-trai.com](https://as-trai.com) 2. Set `ASTRAI_API_KEY` in your environment or skill config 3. Optionally add provider API keys for BYOK routing (e.g. `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`) 4. Run `/review` on any diff or PR ## Usage ``` /review Review the current diff (staged changes) /review --strict Strict mode: bugs + style + best practices /review --focus security Security-focused review (vulns, injection, auth) /review --file src/auth.py Review a specific file ``` ### Examples **Basic review of staged changes:** ``` /review ``` Returns issues found in the current diff with severity levels and suggestions. **Strict review for a PR:** ``` /review --strict ``` Catches not just...
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.